Greedy function approximation: A gradient boosting machine.
Data up to Jan 2025
Total Citations Per Year
Abstract
References (23)
The Nature of Statistical Learning Theory
1995 • 38,742 citations
Learning representations by back-propagating errors
1986 • 25,825 citations
Classification and Regression Trees.
1986 • 21,574 citations
Matching pursuits with time-frequency dictionaries
1993 • 8,925 citations
Generalized Additive Models.
1991 • 8,555 citations
Multivariate Adaptive Regression Splines
1991 • 7,851 citations
Experiments with a new boosting algorithm
1996 • 7,607 citations
Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)
2000 • 6,687 citations
Pattern Recognition and Neural Networks
1996 • 6,497 citations
Robust Estimation of a Location Parameter
1964 • 6,342 citations
Improved boosting algorithms using confidence-rated predictions
1998 • 2,601 citations
The Nature of Statistical Learning
1995 • 2,351 citations
Radial basis functions
2000 • 1,398 citations
Untitled
2001 • 1,302 citations
Radial basis functions for multivariable interpolation: a review
1987 • 1,170 citations
Regression, Prediction and Shrinkage
1983 • 572 citations
Improving Regressors using Boosting Techniques
1997 • 548 citations
Prediction Games and Arcing Algorithms
1999 • 536 citations
Experiment with a new boosting algorithm
1996 • 499 citations
A Mathematical Approach to Medical Diagnosis
1961 • 374 citations
The Visual Design and Control of Trellis Display
1996 • 272 citations
Cr-Pyrope Garnets in the Lithospheric Mantle. I. Compositional Systematics and Relations to Tectonic Setting
1999 • 128 citations
A Geometric Approach to Leveraging Weak Learners
1999 • 25 citations